960 search results - page 64 / 192 » CURE: An Efficient Clustering Algorithm for Large Databases |
116
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ICDM
2003
IEEE
15 years 9 months ago
2003
IEEE
The scalability problem in data mining involves the development of methods for handling large databases with limited computational resources. In this paper, we present a two-phase...
213
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VLSISP
2011
14 years 10 months ago
2011
Machine-learning algorithms are employed in a wide variety of applications to extract useful information from data sets, and many are known to suffer from superlinear increases in ...
170
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ECCV
2008
Springer
16 years 5 months ago
2008
Springer
We show that the complexity of the recently introduced medoid-shift algorithm in clustering N points is O(N2 ), with a small constant, if the underlying distance is Euclidean. This...
116
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PODS
2005
ACM
16 years 4 months ago
2005
ACM
We introduce the Multi-Structural Database, a new data framework to support efficient analysis of large, complex data sets. An instance of the model consists of a set of data obje...
139
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CIKM
2009
Springer
15 years 8 months ago
2009
Springer
During the last few years, GPUs have evolved from simple devices for the display signal preparation into powerful coprocessors that do not only support typical computer graphics t...